Roger Vargas
Biographic Data
| ID | 3925210 |
|---|---|
| NAME | Roger Vargas |
| GIVEN NAMES | Roger |
| FAMILY NAME | Vargas |
| SIGNATURE | VARGAS R |
| AFFILIATIONS | Harvard University |
| ORCID | 0000-0002-7116-5211 |
| VERIFIED | Yes |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 1 |
| WORKS AS AUTHOR | 2 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2016 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 1 |
Estimation of country-specific tuberculosis resistance antibiograms using pathogen genomics and machine learning
BACKGROUND: ) whole-genome sequencing (WGS) data, to generate expanded country-level resistance prevalence estimates (antibiograms) using in silico resistance prediction. METHODS: WGS data. We used a validated random forest model to predict phenotypic resistance to 12 drugs and bias-corrected for model performance, outbreak sampling and rifampicin resistance oversampling. Validation leveraged a national DR survey conducted in South Africa. RESULT…
Refining the clustering coefficient for analysis of social and neural network data
Refining the clustering coefficient for analysis of social and neural network data
Estimation of country-specific tuberculosis resistance antibiograms using pathogen genomics and machine learning
BACKGROUND: ) whole-genome sequencing (WGS) data, to generate expanded country-level resistance prevalence estimates (antibiograms) using in silico resistance prediction. METHODS: WGS data. We used a validated random forest model to predict phenotypic resistance to 12 drugs and bias-corrected for model performance, outbreak sampling and rifampicin resistance oversampling. Validation leveraged a national DR survey conducted in South Africa. RESULT…
Antibiotic resistance (1 work) · Antibiotic Use and Resistance (1 work) · Antibiotics (1 work) · Artificial Intelligence (1 work) · Bioinformatics and Genomic Networks (1 work) · Biology (1 work) · Bipartite graph (1 work) · Cartesian product (1 work) · Centrality (1 work) · Cluster analysis (1 work)